Explainable Artificial Intelligence for incremental models.
Project description
ixai: Incremental Explainable Artificial Intelligence
This is the first iteration of our incremental explanation package.
Currently, it includes two explanation methods: PFI and SAGE.
Please look at the examples in the examples
directory.
Please help us in improving our work by contributing or pointing to issues. We will update this iteration soon with further information.
Installation
ixai is intended to work with Python 3.9 and above. Installation can be done with pip
:
pip install ixai
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